Compact spheroid formation by ovarian cancer cells is associated with contractile behavior and an invasive phenotype
Abstract
Ovarian cancer cells are present in malignant ascites both as individual cells and as multicellular spheroid aggregates. Although spheroid formation affords protection of cancer cells against some chemotherapeutic agents, it has not been established whether a relationship exists between invasive behavior and predisposition to spheroid formation. Aspects of spheroid formation, including cell‐matrix adhesion, remodeling and contractility are characteristic myofibroblast‐like behaviors associated with fibrosis that contribute to tumor growth and dissemination. We explored the possibility that cell behaviors that promote spheroid formation also facilitate invasion. Our analysis of 6 human ovarian cancer cell lines indicated that ovarian cancer cells possessing myofibroblast‐like properties formed compact spheroids and invaded 3D matrices. These cells readily contracted collagen I gels, possessed a spindle‐like morphology, and had elevated expression of genes associated with the TGFβ‐mediated fibrotic response and/or β1 integrin function, including fibronectin (FN), connective tissue growth factor (CTGF/CCN2), lysyl oxidase (LOX1), tissue transglutaminase 2 (TGM2) and urinary plasminogen activator receptor (uPAR). Whereas cell aggregation was induced by TGFβ, and by β1‐integrin overexpression and activation, these treatments did not stimulate the contractile activity required for spheroid compaction. The positive relationship found between compact spheroid formation and invasive behavior implies a preferential survival of an invasive subpopulation of ovarian cancer cells, as cells in spheroids are more resistant to several chemotherapeutics. Preventing the formation of ovarian cancer spheroids may represent a novel strategy to improve the efficacy of existing therapeutics. © 2008 Wiley‐Liss, Inc.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Chemoresistance developed in 3D spheroids is observed in vivo as well.
“Such chemoresistance developed in 3D spheroids is observed in vivo as well. 58”
From Three-dimensional cell culture systems and their applications in drug discovery and cell-based biosensors (2014) · cites this paper as [58]
Cites
Tensional homeostasis and the malignant phenotype
Paszek, M. J., Zahir, N., Johnson, K. R., Lakins, J. N., Rozenberg, G. I., Gefen, A., Reinhart-King, C. A., Margulies, S. S., Dembo, M., Boettiger, D., et al. (2005) · Cancer Cell · doi:10.1016/j.ccr.2005.08.010 · Cited by 3,941 · see citing works
TGF-β signaling and the fibrotic response
Leask, A., & Abraham, D. J. (2004) · The FASEB Journal · doi:10.1096/fj.03-1273rev · Cited by 2,319 · see citing works
Collagen reorganization at the tumor-stromal interface facilitates local invasion
Provenzano, P. P., Eliceiri, K. W., Campbell, J. M., Inman, D. R., White, J. G., & Keely, P. J. (2006) · BMC Medicine · doi:10.1186/1741-7015-4-38 · Cited by 1,804 · see citing works
Gaggioli, C., Hooper, S., Hidalgo-Carcedo, C., Grosse, R., Marshall, J. F., Harrington, K., & Sahai, E. (2007) · Nature Cell Biology · doi:10.1038/ncb1658 · Cited by 1,589 · cited 1× · see citing works
“A recent elegant study demonstrated the requirement for mesenchymal cells to remodel and provide passages for squamous carcinoma cells through 3D matrices.(60) Since ovarian tumors are heterogeneous, those cancer cells with a mesenchymal phenotype may promote the invasion of the more epithelial-like cells.”
BackgroundMorphologic Changes in the Peritoneal Membrane of Patients with Renal Disease
Williams, J. D., Craig, K. J., Topley, N., et al. (2002) · Journal of the American Society of Nephrology · doi:10.1681/asn.v132470 · Cited by 964 · see citing works
Kelm, J. M., Timmins, N. E., Brown, C. J., Fussenegger, M., & Nielsen, L. K. (2003) · Biotechnology and Bioengineering · doi:10.1002/bit.10655 · Cited by 934 · see citing works
Fibronectin fibrillogenesis, a cell-mediated matrix assembly process
Mao, Y., & Schwarzbauer, J. E. (2005) · Matrix Biology · doi:10.1016/j.matbio.2005.06.008 · Cited by 819 · see citing works
Sabeh, F., Ota, I., Holmbeck, K., Birkedal‐Hansen, H., Soloway, P. D., Balbı́n, M., López-Otı́n, C., Shapiro, S. D., Inada, M., Krane, S. M., et al. (2004) · The Journal of Cell Biology · doi:10.1083/jcb.200408028 · Cited by 586 · see citing works
The stroma reaction myofibroblast: a key player in the control of tumor cell behavior
Desmoulière, A., Guyot, C., & Gabbiani, G. (2004) · The International Journal of Developmental Biology · doi:10.1387/ijdb.041802ad · Cited by 551 · see citing works
Even‐Ram, S., & Yamada, K. M. (2005) · Current Opinion in Cell Biology · doi:10.1016/j.ceb.2005.08.015 · Cited by 466 · see citing works
Multicellular resistance: a paradigm for clinical resistance?
Desoize, B. (2000) · Critical Reviews in Oncology/Hematology · doi:10.1016/s1040-8428(00)00086-x · Cited by 400 · see citing works
Fibrosis and cancer: Do myofibroblasts come also from epithelial cells via EMT?
Radisky, D. C., Kenny, P. A., & Bissell, M. J. (2007) · Journal of Cellular Biochemistry · doi:10.1002/jcb.21186 · Cited by 342 · see citing works
Integrin-dependent actomyosin contraction regulates epithelial cell scattering
de Rooij, J., Kerstens, A., Danuser, G. M., Schwartz, M. A., & Waterman, C. M. (2005) · The Journal of Cell Biology · doi:10.1083/jcb.200506152 · Cited by 324 · see citing works
Dynamic analysis of hepatoma spheroid formation: roles of E-cadherin and β1-integrin
Lin, R.-Z., Chou, L.-F., Chien, C.-C. M., & Chang, H.-Y. (2006) · Cell and Tissue Research · doi:10.1007/s00441-005-0148-2 · Cited by 305 · see citing works
Polymerizing Actin Fibers Position Integrins Primed to Probe for Adhesion Sites
Galbraith, C. G., Yamada, K. M., & Galbraith, J. A. (2007) · Science · doi:10.1126/science.1137904 · Cited by 302 · see citing works
Shaw, T. J., Senterman, M. K., Dawson, K. M., Crane, C. A., & Vanderhyden, B. C. (2004) · Molecular Therapy · doi:10.1016/j.ymthe.2004.08.013 · Cited by 278 · see citing works
Burleson, K. M., Casey, R. C., Skubitz, K. M., Pambuccian, S. E., Oegema, T. R., & Skubitz, A. P. N. (2004) · Gynecologic Oncology · doi:10.1016/j.ygyno.2003.12.034 · Cited by 269 · see citing works
Multicellular spheroids as an in vitro tumor model
Hamilton, G. (1998) · Cancer Letters · doi:10.1016/s0304-3835(98)00198-0 · Cited by 259 · see citing works
Ahmed, N., Thompson, E. W., & Quinn, M. A. (2007) · Journal of Cellular Physiology · doi:10.1002/jcp.21240 · Cited by 237 · see citing works
Paradoxical roles for lysyl oxidases in cancer—A prospect
Raimondi, S. L., Hendrix, M. J. C., & Kirschmann, D. A. (2007) · Journal of Cellular Biochemistry · doi:10.1002/jcb.21371 · Cited by 232 · see citing works
Myosin II and mechanotransduction: a balancing act
Clark, K., Langeslag, M., Figdor, C. G., & van Leeuwen, F. N. (2007) · Trends in Cell Biology · doi:10.1016/j.tcb.2007.02.002 · Cited by 231 · see citing works
Diversity of cell-mediated adhesions in breast cancer spheroids
Ivascu, A., & Kubbies, M. (2007) · International Journal of Oncology · doi:10.3892/ijo.31.6.1403 · Cited by 229 · see citing works
Dynamics of the Self-Assembly of Complex Cellular Aggregates on Micromolded Nonadhesive Hydrogels
Napolitano, A. P., Chai, P., Dean, D. M., & Morgan, J. R. (2007) · Tissue Engineering · doi:10.1089/ten.2006.0190 · Cited by 228 · see citing works
β1-Integrins Regulate the Formation and Adhesion of Ovarian Carcinoma Multicellular Spheroids
Casey, R. C., Burleson, K. M., Skubitz, K. M., Pambuccian, S. E., Oegema, T. R., Ruff, L. E., & Skubitz, A. P. N. (2001) · American Journal Of Pathology · doi:10.1016/s0002-9440(10)63058-1 · Cited by 225 · see citing works
Deryugina, E. I., Bourdon, M. A., Reisfeld, R. A., et al. (1998) · PubMed · Cited by 188 · see citing works
β1-Integrins Partly Mediate Binding of Ovarian Cancer Cells to Peritoneal Mesothelium in Vitro
Ströbel, T., & Cannistra, S. A. (1999) · Gynecologic Oncology · doi:10.1006/gyno.1999.5388 · Cited by 168 · see citing works
Chen, P., Wang, M.-Y., Wu, S.-N., Su, J.-L., Hong, C., Chuang, S., Chen, M.-W., Hua, K., Wu, Y.-L., Cha, S.-T., et al. (2007) · Journal of Cell Science · doi:10.1242/jcs.03460 · Cited by 151 · see citing works
α5β1 integrin mediates strong tissue cohesion
Robinson, E. E., Zazzali, K. M., Corbett, S. A., & Foty, R. A. (2003) · Journal of Cell Science · doi:10.1242/jcs.00231 · Cited by 148 · see citing works
Burleson, K. M., Hansen, L. K., & Skubitz, A. P. N. (2005) · Clinical & Experimental Metastasis · doi:10.1007/s10585-004-5768-5 · Cited by 144 · see citing works
Peritoneal inflammation – A microenvironment for Epithelial Ovarian Cancer (EOC)
Freedman, R. S., Deavers, M. T., Liu, J., & Wang, E. (2004) · Journal of Translational Medicine · doi:10.1186/1479-5876-2-23 · Cited by 141 · see citing works
Stephens, P., Grenard, P., Aeschlimann, P. C., Langley, M. S., Blain, E. J., Errington, R. J., Kipling, D., Thomas, D. W., & Aeschlimann, D. P. (2004) · Journal of Cell Science · doi:10.1242/jcs.01188 · Cited by 140 · see citing works
Fibronectin Matrix Assembly Regulates α5β1-mediated Cell Cohesion
Robinson, E. E., Foty, R. A., & Corbett, S. (2004) · Molecular Biology of the Cell · doi:10.1091/mbc.e03-07-0528 · Cited by 124 · see citing works
Enhanced Peritoneal Ovarian Tumor Dissemination by Tissue Transglutaminase
Satpathy, M., Cao, L., Pincheira, R., et al. (2007) · Cancer Research · doi:10.1158/0008-5472.can-07-0307 · Cited by 123 · see citing works
Deng, Y.-Z., Chen, P.-P., Wang, Y., Yin, D., Koeffler, H. P., Li, B., Tong, X.-J., & Xie, D. (2007) · Journal of Biological Chemistry · doi:10.1074/jbc.m704141200 · Cited by 122 · see citing works
Shield, K., Riley, C. B., Quinn, M. A., Rice, G. E., Ackland, M. L., & Ahmed, N. (2007) · Journal of Carcinogenesis · doi:10.1186/1477-3163-6-11 · Cited by 119 · see citing works
Janiak, A., Zemskov, E. A., & Belkin, A. M. (2006) · Molecular Biology of the Cell · doi:10.1091/mbc.e05-06-0549 · Cited by 117 · see citing works
The role of actin filaments and microtubules in hepatocyte spheroid self-assembly
Tzanakakis, E. S., Hansen, L. K., & Hu, W. (2001) · Cell Motility and the Cytoskeleton · doi:10.1002/1097-0169(200103)48:3 · Cited by 112 · see citing works
Sodek, K. L., Brown, T. J., & Ringuette, M. J. (2008) · BMC Cancer · doi:10.1186/1471-2407-8-223 · Cited by 111 · see citing works
Self-citationPeritoneal and Subperitoneal Stroma May Facilitate Regional Spread of Ovarian Cancer
Wang, E., Ngalame, Y., Panelli, M. C., et al. (2005) · Clinical Cancer Research · doi:10.1158/1078-0432.113.11.1 · Cited by 110 · see citing works
Dyck, H. G., Hamilton, T. C., Godwin, A. K., Lynch, H., Maines-Bandiera, S., & Auersperg, N. (1996) · International Journal of Cancer · doi:10.1002/(sici)1097-0215(19961220)69:6 · Cited by 102 · see citing works
Urokinase Receptors Are Required for α5β1 Integrin-mediated Signaling in Tumor Cells
Wei, Y., Tang, C., Kim, Y., et al. (2006) · Journal of Biological Chemistry · doi:10.1074/jbc.m607989200 · Cited by 97 · see citing works
Composition of the extracellular matrix of the peritoneum
Witz, C. (2001) · Journal of the Society for Gynecologic Investigation · doi:10.1016/s1071-5576(01)00122-8 · Cited by 96 · see citing works
Glycosylation Broadens the Substrate Profile of Membrane Type 1 Matrix Metalloproteinase
Wu, Y., Munshi, H. G., Sen, R., et al. (2004) · Journal of Biological Chemistry · doi:10.1074/jbc.m311870200 · Cited by 92 · see citing works
Yamato, M., Adachi, E., Yamamoto, K., & Hayashi, T. (1995) · The Journal of Biochemistry · doi:10.1093/oxfordjournals.jbchem.a124824 · Cited by 86 · see citing works
Mochizuki, Y., Nakanishi, H., Kodera, Y., et al. (2004) · Clinical & Experimental Metastasis · doi:10.1023/b:clin.0000017181.01474.35 · Cited by 78 · see citing works
MT1-MMP is the critical determinant of matrix degradation and invasion by ovarian cancer cells
Sodek, K. L., Ringuette, M. J., & Brown, T. J. (2007) · British Journal of Cancer · doi:10.1038/sj.bjc.6603863 · Cited by 66 · see citing works
Self-citationThe Prognostic Implication of Ascites in Advanced-Stage Ovarian Cancer
Puls, L. E., Duniho, T., Hunter, J. E., et al. (1996) · Gynecologic Oncology · doi:10.1006/gyno.1996.0106 · Cited by 66 · see citing works
Ahmed, N., Riley, C. B., Oliva, K., Rice, G. E., & Quinn, M. A. (2005) · British Journal of Cancer · doi:10.1038/sj.bjc.6602495 · Cited by 63 · see citing works
Biophysical measurement of brain tumor cohesion
Winters, B. S., Shepard, S. R., & Foty, R. A. (2004) · International Journal of Cancer · doi:10.1002/ijc.20722 · Cited by 61 · see citing works
Sodek, K. L., Evangelou, A. I., Ignatchenko, A., Agochiya, M., Brown, T. J., Ringuette, M. J., Jurišica, I., & Kislinger, T. (2008) · Molecular BioSystems · doi:10.1039/b717542f · Cited by 60 · see citing works
Self-citationMonaghan-Benson, E., & McKeown‐Longo, P. J. (2006) · Journal of Biological Chemistry · doi:10.1074/jbc.m501901200 · Cited by 55 · see citing works
Tumor microenvironment: What can effusions teach us?
Kassis, J. N., Klominek, J., & Kohn, E. C. (2005) · Diagnostic Cytopathology · doi:10.1002/dc.20280 · Cited by 55 · see citing works
Zhang, X. (1999) · Journal of the Society for Gynecologic Investigation · doi:10.1016/s1071-5576(99)00040-4 · Cited by 48 · see citing works
Activation of β1 Integrins Induces Cell–Cell Adhesion
Whittard, J. D., & Akiyama, S. K. (2001) · Experimental Cell Research · doi:10.1006/excr.2000.5099 · Cited by 47 · see citing works
Kokenyesi, R., Murray, K. P., Benshushan, A., et al. (2003) · Gynecologic Oncology · doi:10.1016/s0090-8258(02)00152-x · Cited by 35 · see citing works
Malignant effusions are sources of fibronectin and other promigratory and proinvasive components
Kohn, E. C., Travers, L. A., Kassis, J. N., et al. (2005) · Diagnostic Cytopathology · doi:10.1002/dc.20279 · Cited by 32 · see citing works
Lee, D. W. (2003) · Experimental Cell Research · doi:10.1016/s0014-4827(03)00254-4 · Cited by 31 · see citing works
Zhang, X., Pettengell, R., Nasiri, N., et al. (1999) · Journal of the Society for Gynecologic Investigation · doi:10.1177/107155769900600610 · Cited by 29 · see citing works
Ovarian Cancer- Associated Proteinases
Ghosh, S., Wu, Y., & Stack, M. S. (2002) · Cancer treatment and research · doi:10.1007/978-1-4757-3587-1_16 · Cited by 27 · see citing works
Yoshida, Y., Kurokawa, T., Nishikawa, Y., Orisa, M., Kleinman, H. K., & Kotsuji, F. (2008) · International Journal of Oncology · doi:10.3892/ijo.32.3.673 · Cited by 25 · see citing works
Composition of the Extracellular Matrix of the Peritoneum
Witz, C. A., Montoya-Rodriguez, I. A., Cho, S., Centonze, V. E., Bonewald, L. F., & Schenken, R. S. (2001) · Journal of the Society for Gynecologic Investigation · doi:10.1177/107155760100800508 · Cited by 24 · see citing works
Morphological changes of the peritoneum in peritoneal dialysis patients.
Fang, W., Qian, J., Yu, Z., et al. (2004) · PubMed · Cited by 15 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Edmondson, R., Broglie, J. J., Adcock, A. F., & Yang, L. (2014) · ASSAY and Drug Development Technologies · doi:10.1089/adt.2014.573 · Cited by 2,515 · see citing works
Vinci, M., Gowan, S., Boxall, F., Patterson, L., Zimmermann, M., Court, W., Lomas, C., Mendiola, M., Hardisson, D., & Eccles, S. A. (2012) · BMC Biology · doi:10.1186/1741-7007-10-29 · Cited by 1,024 · see citing works
Three-Dimensional Cell Cultures in Drug Discovery and Development
Fang, Y., & Eglen, R. M. (2017) · SLAS Discovery · doi:10.1177/1087057117696795 · Cited by 849 · see citing works
Loessner, D., Stok, K. S., Lutolf, M. P., Hutmacher, D. W., Clements, J. A., & Rizzi, S. C. (2010) · Biomaterials · doi:10.1016/j.biomaterials.2010.07.064 · Cited by 602 · see citing works
Longati, P., Jia, X., Eimer, J., Wagman, A., Witt, M.-R., Rehnmark, S., Verbeke, C., Toftgård, R., Löhr, M., & Heuchel, R. L. (2013) · BMC Cancer · doi:10.1186/1471-2407-13-95 · Cited by 394 · see citing works
Dynamics of the Self-Assembly of Complex Cellular Aggregates on Micromolded Nonadhesive Hydrogels
Napolitano, A. P., Chai, P., Dean, D. M., & Morgan, J. R. (2007) · Tissue Engineering · doi:10.1089/ten.2006.0190 · Cited by 228 · see citing works
Chitcholtan, K., Sykes, P. H., & Evans, J. J. (2012) · Journal of Translational Medicine · doi:10.1186/1479-5876-10-38 · Cited by 148 · see citing works
Tumor cells and their crosstalk with endothelial cells in 3D spheroids
Shoval, H., Karsch-Bluman, A., Brill-Karniely, Y., Stern, T., Zamir, G., Hubert, A., & Benny, O. (2017) · Scientific Reports · doi:10.1038/s41598-017-10699-y · Cited by 138 · see citing works
Yee, C., Dickson, K.-A., Muntasir, M. N., Ma, Y., & Marsh, D. J. (2022) · Frontiers in Bioengineering and Biotechnology · doi:10.3389/fbioe.2022.836984 · Cited by 66 · see citing works
Progress in melanoma modelling in vitro
Marconi, A., Quadri, M., Saltari, A., & Pincelli, C. (2018) · Experimental Dermatology · doi:10.1111/exd.13670 · Cited by 51 · see citing works
Heredia-Soto, V., Redondo, A., Berjón, A., Miguel-Martín, M., Díaz, E., Crespo, R., Hernández, A., Yébenes, L., Gallego, A., Feliu, J., et al. (2018) · Oncotarget · doi:10.18632/oncotarget.25098 · Cited by 33 · see citing works
Abreu, S., Silva, F., Mendes, R., Mendes, T. F., Teixeira, M., Santo, V. E., Boghaert, E. R., Félix, A., & Brito, C. (2020) · Scientific Reports · doi:10.1038/s41598-020-76291-z · Cited by 31 · see citing works
- Authors
- Sodek, K. L., Ringuette, M. J., & Brown, T. J.
- Affiliations
- Mount Sinai Hospital (CA)
- Corresponding author
- Brown, Theodore J.
- Venue
- International Journal of Cancer
- Publisher
- Wiley
- Published
- 2009-02-24
- Volume
- 124
- Issue
- 9
- Pages
- 2060-2070
- ISSN
- 0020-7136 (ISSN-L)
- 1097-0215
- OpenAlex
- W2078354424
- Cited by
- 248
- References
- 62
- Citations by year
- 2026: 5 · 2025: 4 · 2024: 7 · 2023: 17 · 2022: 10 · 2021: 16 · 2020: 28 · 2019: 16 · 2018: 17 · 2017: 26 · 2016: 23 · 2015: 16 · 2014: 18 · 2013: 12 · 2012: 15
- FWCI
- 2.99
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- International Journal of Cancer (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Ovarian Cancer Research Fund
- Topics
- Health Sciences › Medicine › Oncology › Cancer Cells and Metastasis
- Health Sciences › Medicine › Reproductive Medicine › Ovarian cancer diagnosis and treatment
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › Cellular Mechanics and Interactions
- Keywords
- ovarian cancer, multicellular spheroids, tumor invasion, cell contractility, TGF-beta signaling, beta1 integrin, extracellular matrix remodeling, fibrosis, malignant ascites, chemoresistance, connective tissue growth factor, lysyl oxidase, tissue transglutaminase, fibronectin
- MeSH terms
- Protein Glutamine gamma Glutamyltransferase 2, Cell Adhesion, Cell Movement, Collagen, Extracellular Matrix, Female, Fibroblasts, Fibronectins, Humans, Procollagen-Lysine, 2-Oxoglutarate 5-Dioxygenase, Neoplasm Invasiveness, Ovarian Neoplasms, Phenotype, Transglutaminases, Tumor Cells, Cultured, Spheroids, Cellular, Integrin beta1, GTP-Binding Proteins, Cell Proliferation, Transforming Growth Factor beta1, Receptors, Urokinase Plasminogen Activator, Connective Tissue Growth Factor
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review